{"id":"W2937668981","doi":"10.1075/lcs.00003.vig","title":"Language and (in)hospitality","year":2019,"lang":"en","type":"article","venue":"Language Culture and Society","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hospitality; Ideology; Ethnography; State (computer science); Sociology; Epistemology; Political science; Anthropology; Politics; Law; Tourism; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604427,0.00006506117,0.00009442942,0.000007212006,0.0001284838,0.00006678415,0.00004608868,0.0001196149,0.0001404395],"category_scores_gemma":[0.00003147351,0.00004912097,0.00004381571,0.00008786094,0.00007106013,0.0001974876,0.00001248368,0.0001019984,0.000008200162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002445854,"about_ca_system_score_gemma":0.00001915517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956888,"about_ca_topic_score_gemma":0.006449601,"domain_scores_codex":[0.9994702,0.00004938502,0.00008088382,0.0001494203,0.0001198739,0.0001301982],"domain_scores_gemma":[0.9998134,0.00001608627,0.00002735939,0.000073107,0.00002294726,0.00004707168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002311327,0.0000161487,0.02132303,0.00002112731,0.000007480217,0.000001161445,0.9609621,1.764107e-7,0.002663422,0.01011423,0.002490607,0.002398264],"study_design_scores_gemma":[0.0004378194,0.00003739117,0.05618938,0.00003169148,0.0000116316,0.000001136877,0.8911227,0.00008318722,0.0004148153,0.0004560257,0.05100241,0.0002118314],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721588,0.002399246,0.00001296048,0.0001694926,0.00007103613,0.0001534009,0.000005383624,0.00003118536,0.0249985],"genre_scores_gemma":[0.9832217,0.0006780923,0.0002063797,0.0004821635,0.0001445163,0.000004065539,0.00001891622,0.000003529576,0.01524063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06983937,"threshold_uncertainty_score":0.3599029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004806815777007288,"score_gpt":0.2745069337123421,"score_spread":0.2697001179353348,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}